{"id":"https://openalex.org/W2771222991","doi":"https://doi.org/10.1142/s0218488517400062","title":"Identification of Agricultural Management Zones Through Clustering Algorithms with Thermal and Multispectral Satellite Imagery","display_name":"Identification of Agricultural Management Zones Through Clustering Algorithms with Thermal and Multispectral Satellite Imagery","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2771222991","doi":"https://doi.org/10.1142/s0218488517400062","mag":"2771222991"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488517400062","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488517400062","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10651/46225","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063010001","display_name":"Rodolfo Benito Arango","orcid":"https://orcid.org/0000-0001-8827-576X"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"R. B. Arango","raw_affiliation_strings":["Computer Science Department, University of Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103582268","display_name":"A.M. Campos","orcid":null},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. M. Campos","raw_affiliation_strings":["Computer Science Department, University of Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024165230","display_name":"El\u00edas F. Combarro","orcid":"https://orcid.org/0000-0003-3808-4273"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. F. Combarro","raw_affiliation_strings":["Computer Science Department, University of Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034026181","display_name":"E. R. Canas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. R. Canas","raw_affiliation_strings":["Technical Direction, Bodegas Terras Gauda, Spain"],"affiliations":[{"raw_affiliation_string":"Technical Direction, Bodegas Terras Gauda, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023007721","display_name":"Irene D\u0131\u0301az","orcid":"https://orcid.org/0000-0002-3024-6605"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I. D\u00edaz","raw_affiliation_strings":["Computer Science Department, University of Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063010001"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":null,"apc_paid":null,"fwci":0.4303,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69435537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"25","issue":"Suppl. 1","first_page":"121","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.8324273824691772},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7606114149093628},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.6812083721160889},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.658268392086029},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6214778423309326},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5887184739112854},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5759891271591187},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5516839027404785},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5254089832305908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4776265025138855},{"id":"https://openalex.org/keywords/vineyard","display_name":"Vineyard","score":0.4439730644226074},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.43086564540863037},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.43069374561309814},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3520932197570801},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2170349657535553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15298232436180115},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12113064527511597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0833563506603241},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07002884149551392}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8324273824691772},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7606114149093628},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6812083721160889},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.658268392086029},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6214778423309326},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5887184739112854},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5759891271591187},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5516839027404785},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5254089832305908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4776265025138855},{"id":"https://openalex.org/C2780924976","wikidata":"https://www.wikidata.org/wiki/Q22715","display_name":"Vineyard","level":2,"score":0.4439730644226074},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.43086564540863037},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.43069374561309814},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3520932197570801},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2170349657535553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15298232436180115},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12113064527511597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0833563506603241},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07002884149551392},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218488517400062","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488517400062","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"},{"id":"pmh:oai:digibuo.uniovi.es:10651/46225","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/46225","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:digibuo.uniovi.es:10651/46225","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/46225","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W105116529","https://openalex.org/W176581838","https://openalex.org/W1448113274","https://openalex.org/W1973041621","https://openalex.org/W1973514305","https://openalex.org/W1975152892","https://openalex.org/W1983348759","https://openalex.org/W1986239368","https://openalex.org/W1987971958","https://openalex.org/W2001466416","https://openalex.org/W2001953353","https://openalex.org/W2008864715","https://openalex.org/W2019193738","https://openalex.org/W2025414562","https://openalex.org/W2027249140","https://openalex.org/W2029298967","https://openalex.org/W2041137640","https://openalex.org/W2046685432","https://openalex.org/W2047890294","https://openalex.org/W2049096931","https://openalex.org/W2049398443","https://openalex.org/W2064632414","https://openalex.org/W2066936507","https://openalex.org/W2082081125","https://openalex.org/W2085664857","https://openalex.org/W2090890948","https://openalex.org/W2092896287","https://openalex.org/W2100631154","https://openalex.org/W2117738179","https://openalex.org/W2170097984","https://openalex.org/W2224070395","https://openalex.org/W2278286830","https://openalex.org/W2509095243","https://openalex.org/W4229862041","https://openalex.org/W4233576275","https://openalex.org/W4247109314"],"related_works":["https://openalex.org/W2256327466","https://openalex.org/W1489092462","https://openalex.org/W2336626438","https://openalex.org/W1586984771","https://openalex.org/W4230401055","https://openalex.org/W2315562738","https://openalex.org/W2338067956","https://openalex.org/W2254606409","https://openalex.org/W2132859574","https://openalex.org/W2037952344"],"abstract_inverted_index":{"Precision":[0],"Agriculture":[1],"entails":[2],"the":[3,7,33,71,81,111,127,154],"appropriate":[4],"management":[5,139],"of":[6,10,18,24,32,39,80,137],"inherent":[8],"variability":[9,35],"soil":[11,34,82],"and":[12,21,107,119],"crops,":[13],"resulting":[14],"in":[15,91],"an":[16],"increase":[17],"economic":[19],"benefits":[20],"a":[22,53,92],"reduction":[23],"environmental":[25],"impact.":[26],"However,":[27],"site-specific":[28],"treatments":[29],"require":[30,69],"maps":[31],"to":[36,47,122],"identify":[37],"areas":[38],"land":[40],"that":[41,56,144],"share":[42],"similar":[43],"properties.":[44],"In":[45],"order":[46],"produce":[48,147],"these":[49],"maps,":[50],"we":[51],"propose":[52],"cost-efficient":[54],"method":[55,66,88],"combines":[57],"clustering":[58,149],"algorithms":[59],"with":[60,73,99],"publicly":[61],"available":[62],"satellite":[63,114],"imagery.":[64],"The":[65,86,102,130,141],"does":[67],"not":[68],"exploring":[70],"parcels":[72,98],"any":[74],"special":[75],"equipment":[76],"or":[77],"taking":[78],"samples":[79],"for":[83,95,135],"laboratory":[84],"analysis.":[85],"proposed":[87],"was":[89],"tested":[90],"case":[93],"study":[94,103],"three":[96],"vineyard":[97],"topographical":[100],"dissimilarities.":[101],"compares":[104],"different":[105],"spectral":[106],"thermal":[108,145],"bands":[109,146],"from":[110],"Landsat":[112],"8":[113],"as":[115,117],"well":[116],"vegetation":[118],"moisture":[120],"indices":[121],"determine":[123],"which":[124],"one":[125],"produces":[126],"best":[128],"clustering.":[129],"experimental":[131],"results":[132],"seem":[133],"promising":[134],"identification":[136],"agricultural":[138],"zones.":[140],"findings":[142],"suggest":[143],"better":[148],"than":[150],"those":[151],"based":[152],"on":[153],"NDVI":[155],"index.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-12-22T00:00:00"}
